Artificial Intelligence Analysis of Magnetic Particle Imaging for Islet Transplantation in a Mouse Model.
Hasaan HayatAixia SunHanaan HayatSihai LiuNazanin TaleblooCody PingerJack Owen BishopMithil GudiBennett Francis DwanXiaohong MaYanfeng ZhaoAnna MoorePing WangPublished in: Molecular imaging and biology (2020)
We have demonstrated the ability of the K-means++-based model to provide a standardized method of segmentation and quantification of MPI scans in an islet transplantation mouse model.
Keyphrases
- artificial intelligence
- mouse model
- deep learning
- machine learning
- big data
- high resolution
- convolutional neural network
- computed tomography
- cell therapy
- magnetic resonance imaging
- molecularly imprinted
- stem cells
- contrast enhanced
- mass spectrometry
- magnetic resonance
- fluorescence imaging
- dual energy
- simultaneous determination